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Li Zheng

ACL 2026×2对齐与偏好安全多模态可解释性推理
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一作贡献60
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2 一作 · 2 篇 · ACL 2026

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2026 顶会论文

2
一作ACL 2026Poster· Natural Language Processing

Dynamic Emotion and Personality Profiling for Multimodal Deception Detection

Li Zheng · Yanyi Luo · Hao Fei · Yuzhe Ding · Yujie Huang · Fei Li · Chong Teng · Donghong Ji

摘要

Deception detection is of great significance for ensuring information security and conducting public opinion analysis, with personality factors and emotion cues playing a critical role. However, existing methods lack sample-level dynamic annotations for emotions and personality. In this paper, we...

对齐与偏好安全多模态OpenReview 项目页
一作ACL 2026Poster· Natural Language Processing

Are Emotion and Rhetoric Neurons in LLM ? Neuron Recognition and Adaptive Masking for Emotion-Rhetoric Prediction Steering

Li Zheng · Xin Zhang · Shuyi He · Fei Li · Chong Teng · Jiang-Ming Yang · Donghong Ji · Zhuang Li

摘要

Accurate comprehension and controllable generation of emotion and rhetoric are pivotal for enhancing the reasoning capabilities of large language models (LLMs). Existing studies mostly rely on external optimizations, lacking in-depth exploration of internal representation mechanisms, thus failing...

可解释性推理数据与预训练OpenReview 项目页

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